Dynamics Computation of Soft-Rigid Hybrid-Link System and Its Application to Motion Analysis of an Athlete Wearing Sport Prosthesis
About
This paper presents a motion analysis framework for an athlete wearing sport-specific flexible prosthesis based on the soft-rigid hybrid-link system. Such a motion analysis is a challenging problem because we need to consider the interaction force between the rigid human skeleton system and a flexible prosthesis. However, most of human musculoskeletal models are based on the computation framework of a rigid-body multi-link system. Recently in soft robotics research field, fast and efficient modeling methods were developed for a flexible rod deformation, which allows us to build a hybrid-link system that integrates rigid-link and soft-bodies in a unified formulation. We apply inverse kinematics of the hybrid-link system to motion reconstruction from a motion captured data, and also present the estimation of the joint torques and ground reaction force by inverse dynamics. Through a human subject experiment, we show that the inverse dynamics achieved approximately 12% error on the ground reaction force estimation. Furthermore, we provide the muscle force estimation considering muscle amputation and interaction force with the prosthesis leg deformation.
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Contact Force Estimation | Walking motion contact force dataset | RMSE (X Component)31.2 | 3 | |
| Ground reaction force estimation | Running motion | RMSE (X-axis)46.93 | 3 | |
| Muscle Force Estimation | Athlete motion with leaf-spring prosthesis 1st phase (Right) | RMS Error (%)7.4843 | 2 | |
| Muscle Force Estimation | Athlete motion with leaf-spring prosthesis 2nd phase (Left) | RMS Error10.4481 | 2 | |
| Muscle Force Estimation | Athlete motion with leaf-spring prosthesis Right 3rd phase | RMS Error10.4043 | 2 |